intent-alignment

Detects intent drift in AI-assisted development by comparing original goals against current execution plans using the Intent Alignment Engine. Features 9 evidence providers and exportable reports (text/markdown/json).

Selective Intelligence turns minimal intent into grounded, token-efficient AI work: research, product design, one-prompt websites, verified UI/UX, repository realignment, and developer-grade execution across AI clients—free, open, and model-neutral.

DingTalk sister MCP service of intent-gate: group consensus channel + blocking human-decision gates for requirement intent alignment. Optional — the main plugin closes the loop alone; this posts the questions to the people who should answer them.

Intent alignment guard for Claude Code — 5-question task-start protocol, tiered action gate, and PreToolUse hook that blocks destructive actions before they execute.

Intent-integrity runtime that detects and repairs semantic drift across autonomous multi-agent workflows.